Google PageRank for AI agents. 25,000+ tools indexed.

Changelog

Product updates and ecosystem index changes. Updated as we ship.

2,000 tools indexed
2,000 skills indexed
45.2 avg score
Mar 18, 2026 last updated
Run completed Mar 18, 2026
Scores recalculated across all indexed tools Rank history snapshot saved
  1. FAQ page, monthly index blog, dev.to cross-posts, developer tutorial

    • /faq page with FAQPage schema markup (20+ questions)
    • Monthly index blog posts — ecosystem state reports auto-generated from data
    • Developer tutorial blog post series
    • dev.to cross-posting pipeline for blog content distribution
  2. /alternatives programmatic SEO — 100 comparison pages

    • /alternatives/[slug] pages for the top 100 indexed tools
    • Structured comparison data: category peers, score deltas, feature tags
    • AlternativeTo-style JSON-LD with ItemList schema
    • Internal linking from tool detail pages
  3. /trends weekly dashboard and /movers page

    • /trends dashboard: biggest score gainers and losers vs 7-day prior snapshot
    • New entrants section: tools appearing in the index for the first time
    • Category momentum heatmap — which categories are trending up
    • /movers weekly digest as standalone page
  4. MCP server security best-practices blog + CORS hardening

    • Published MCP server security best practices guide
    • /badges redirect page with canonical badge URLs
    • CORS headers added to all /api/badge/* endpoints
    • Badge embed previews on tool and skill detail pages
  5. API v2 — 13 endpoints, versioned schema, rate limiting

    • 13 REST endpoints: /api/tools, /api/skills, /api/search, /api/score, /api/badge, /api/compare, and more
    • Versioned API schema with OpenAPI 3.1 spec at /api-docs
    • API key auth with rate limiting (100 req/min free, 1000 req/min Pro)
    • MCP server published to npm: @agentrank/mcp-server
  6. GitHub badge system — embed live scores in READMEs

    • SVG badge endpoint: /api/badge/{owner}/{repo}.svg
    • Shields.io-compatible endpoint variant
    • Badge generator UI at /badges with copy-paste snippets
    • Dynamic score color coding (green ≥70, yellow 40–70, red <40)
  7. Score comparison pages and category indexes

    • /category/[slug] pages for all indexed categories
    • Side-by-side score comparisons on tool detail pages
    • Signal breakdown radar chart (stars, freshness, issue health, contributors, dependents)
    • 30-day score sparkline on every tool and skill page
  8. Request logging, analytics dashboard, nightly pipeline

    • Request logging to D1 — every API call recorded with latency and status
    • Internal analytics dashboard with hourly request charts
    • Nightly scoring pipeline via Cloudflare Workers Cron
    • 25,000+ tools and 13,000+ skills indexed from GitHub
  9. AgentRank launches — ranked index of every MCP server on GitHub

    • GitHub crawler: queries mcp-server, model-context-protocol, agent-tool across all repos
    • 5-signal composite score: stars, freshness, issue health, contributors, dependents
    • Leaderboard website on Cloudflare Pages (agentrank-ai.com)
    • Daily score updates via nightly cron